Large-scale empirical sweep shows MoE quality improves with total parameters even at high active-to-total ratios, optimal expert granularity depends only on active parameters, and most other design choices have small effects.
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Slicing and Dicing: Configuring Optimal Mixtures of Experts
Large-scale empirical sweep shows MoE quality improves with total parameters even at high active-to-total ratios, optimal expert granularity depends only on active parameters, and most other design choices have small effects.